Elenco Pubblicazioni - Publications (1643)
T. Bocchi, T. Pacini, P. Nannipieri, S. Moranti, L. Fanucci, “Extending the FPG-AI Framework for Automatic DNN Acceleration on NanoXplore FPGAs”, SEFUW SpacE FPGA User Workshop, Noordwijk, The Netherlands, 2025
Written by TOMMASO BOCCHI
Poster abstract: In recent years, the space community has shown a growing interest in the use of AI onboard satellites. FPGAs have emerged as competitive accelerators for these algorithms in the space harsh environment, and methods…
"A Machine Learning Approach for Sleep Apnea Detection Using Unobtrusive In-Bed Sensors" IEEE SMARTCOMP 2026 – International Conference on Smart Computing, Messina, Italy, June 22–25, 2026
Written by RICKY MARINSALDA
Abstract: Sleep apnea (SA) is a prevalent breathing disorder whose diagnosis still relies on polysomnography (PSG), motivating the development of unobtrusive in-bed sensing technologies as scalable alternatives. In this study, we present a machine learning…
T. Bocchi, A. Monorchio, G. Mystkowska, P. Nannipieri and L. Fanucci, "CGR-AI IP Core Prototyping on FPGA for AI Inference Onboard Satellites"
Written by TOMMASO BOCCHI
Poster presented at: 2025 21st International Summer School on Advanced Computer Architecture and Compilation for High-performance Embedded Systems (ACACES), Fiuggi, FR, Italy, 2025, pp. 5-8, ISBN: 9789078427070
M. Baldaccini, T. Bocchi, L. Ciacchini at al., “From Residual-Layer Support to ResNet-like Deployment in the FPG-AI Framework”, 2026 International Conference on Applications in Electronics Pervading Industry, Environment and Society (APPLEPIES), 2026
Written by TOMMASO BOCCHI
Abstract: Convolutional neural networks (CNNs) are widely used for visual recognition tasks, including image classification, object detection, medical imaging, and remote sensing. Their deployment on edge devices increasingly relies on FPGAs, which offer high parallelism and…
A. Monorchio, T. Bocchi, T. Pacini, P. Nannipieri, and L. Fanucci, “FPG-AI: Automation Toolflow for Efficient Deployment of Pre-Trained CNN/RNN Models on FPGA Technology”
Written by ANDREA MONORCHIO
Poster presented at: Twenty-first International Summer School on Advanced Computer Architecture and Compilation for High-performance Embedded Systems (ACACES), Fiuggi (FR), Italy, July 2025, pp. 13-16 ISBN: 9789078427070.
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- Prof. Matteo Bianchi, Department of Information Engineering, University of Pisa, "Tactile Sensors for Robotics and Advanced Human Machine Interaction", 14,16,17,18 September 2026
- Prof. Daniele Inserra, University of Electronic Science and Technology of China - China, "Battery-free intelligent systems: RFID, wireless power, and smart sensing", 27-29 July 2026
- Prof. Bhavani Shankar MYSORE, University of Luxembourg, "Signal Processing for Joint Radar Communications", 13-16 July 2026
- Prof. Matteo Bianchi, Department of Information Engineering, University of Pisa, "Bilateral Telerobotics: Challenges, Perspectives and Applications", 27-30 July 2026
- Prof. Jian-Nong Cao, Hong Kong Polytechnic University, "Collaborative Edge AI and Applications", 6-10 July 2026
